Stock: AAPL
Model: LinearRegression Accuracy: 0.9148437640287511
Model: SupportVectorRegression Accuracy: 0.9372633870206728
Model: MLPRegressor Accuracy: 0.9595754417826816
Model: SGDRegressor Accuracy: 0.9091097315130313
Model: BayesianRidge Accuracy: 0.9161172826455627
Model: ARDRegression Accuracy: 0.8978638836444277
Model: PassiveAggressiveRegressor Accuracy: 0.8173886925622273
Model: TheilSenRegressor Accuracy: 0.8883585760505722
Stock: IBM
Model: LinearRegression Accuracy: 0.9595087705522414
Model: SupportVectorRegression Accuracy: 0.9453130795256263
Model: MLPRegressor Accuracy: 0.9650008995477554
Model: SGDRegressor Accuracy: 0.9603130559505415
Model: BayesianRidge Accuracy: 0.9565918504624881
Model: ARDRegression Accuracy: 0.9568594311940128
Model: PassiveAggressiveRegressor Accuracy: 0.9535221492646492
Model: TheilSenRegressor Accuracy: 0.9603805052811474
Stock: MSFT
Model: LinearRegression Accuracy: 0.894271640844448
Model: SupportVectorRegression Accuracy: 0.8959939451987312
Model: MLPRegressor Accuracy: 0.9174629337782083
Model: SGDRegressor Accuracy: 0.8905906788267222
Model: BayesianRidge Accuracy: 0.8933265675806625
Model: ARDRegression Accuracy: 0.8893085475991143
Model: PassiveAggressiveRegressor Accuracy: 0.8172830604999448
Model: TheilSenRegressor Accuracy: 0.8861127001827853
Stock: WMT
Model: LinearRegression Accuracy: 0.971088281411419
Model: SupportVectorRegression Accuracy: 0.9624799281380191
Model: MLPRegressor Accuracy: 0.9775282373861746
Model: SGDRegressor Accuracy: 0.9719939725524847
Model: BayesianRidge Accuracy: 0.9724562036085467
Model: ARDRegression Accuracy: 0.9693612603283626
Model: PassiveAggressiveRegressor Accuracy: 0.9632657216915009
Model: TheilSenRegressor Accuracy: 0.9715809137865831
Stock: AMZN
Model: LinearRegression Accuracy: 0.8978331427353866
Model: SupportVectorRegression Accuracy: 0.5764659977852034
Model: MLPRegressor Accuracy: 0.9006354459925908
Model: SGDRegressor Accuracy: 0.8980926370956147
Model: BayesianRidge Accuracy: 0.8966390980163315
Model: ARDRegression Accuracy: 0.9009321281852483
Model: PassiveAggressiveRegressor Accuracy: 0.9011054675722021
Model: TheilSenRegressor Accuracy: 0.8907403303390521
Stock: TSLA
Model: LinearRegression Accuracy: 0.41344558458942793
Model: SupportVectorRegression Accuracy: -0.16027872131019238
Model: MLPRegressor Accuracy: 0.028530318229792573
Model: SGDRegressor Accuracy: 0.002314821134315248
Model: BayesianRidge Accuracy: 0.4112411484927925
Model: ARDRegression Accuracy: 0.3522147669150808
Model: PassiveAggressiveRegressor Accuracy: -0.1837509428185118
Model: TheilSenRegressor Accuracy: 0.20336168746350913
Stock: PLUG
Model: LinearRegression Accuracy: 0.49504973777914374
Model: SupportVectorRegression Accuracy: 0.3436113334495654
Model: MLPRegressor Accuracy: 0.5896577807330884
Model: SGDRegressor Accuracy: 0.45195079939096316
Model: BayesianRidge Accuracy: 0.5476024313769124
Model: ARDRegression Accuracy: 0.4726240062287961
Model: PassiveAggressiveRegressor Accuracy: 0.4681074956375638
Model: TheilSenRegressor Accuracy: 0.007915610336532541
Stock: GOOGL
Model: LinearRegression Accuracy: 0.552491969458385
Model: SupportVectorRegression Accuracy: 0.37453020683675964
Model: MLPRegressor Accuracy: -0.4168116334253531
Model: SGDRegressor Accuracy: 0.5355866584576547
Model: BayesianRidge Accuracy: 0.5163115706693089
Model: ARDRegression Accuracy: 0.5447517896440515
Model: PassiveAggressiveRegressor Accuracy: 0.5646340614067287
Model: TheilSenRegressor Accuracy: 0.5537525267569205
Stock: FB
Model: LinearRegression Accuracy: 0.20596868581381678
Model: SupportVectorRegression Accuracy: -0.20636375670312335
Model: MLPRegressor Accuracy: -4.998608303428433
Model: SGDRegressor Accuracy: -0.18729479211272815
Model: BayesianRidge Accuracy: 0.20870933868709707
Model: ARDRegression Accuracy: 0.11010624784490108
Model: PassiveAggressiveRegressor Accuracy: 0.11755396857802236
Model: TheilSenRegressor Accuracy: 0.28449943982111303
Stock: CRM
Model: LinearRegression Accuracy: 0.8580051845632015
Model: SupportVectorRegression Accuracy: 0.825772135737159
Model: MLPRegressor Accuracy: 0.8427955656877734
Model: SGDRegressor Accuracy: 0.8594314073477969
Model: BayesianRidge Accuracy: 0.8692913513851444
Model: ARDRegression Accuracy: 0.8577609113608977
Model: PassiveAggressiveRegressor Accuracy: 0.7260537904672781
Model: TheilSenRegressor Accuracy: 0.8570739949442255